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Pandas/Polars processing example with often used methods(read_csv, groupby, apply, resample/groupby_dynamic, fillna/fill_null, sort_values/sort, merge/join, concat)

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Niccari/pandas_polars_processing_example

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pandas_polars_processing_example

Pandas/Polars processing example with often used methods(read_csv, groupby, apply, resample/groupby_dynamic, fillna/fill_null, sort_values/sort, merge/join, concat)

For more information, please refer jupyter-notebook files.

Confirmed versions

  • Python: 3.12.3

  • pandas: 2.2.2

  • polars: 1.2.1

Installation (If needed)

Install numpy, pandas, polars and jupyter-notebook.

If you have pipenv, you can use the attached Pipfile.

$ pipenv install
$ pipenv run start

LICENSE

MIT

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Pandas/Polars processing example with often used methods(read_csv, groupby, apply, resample/groupby_dynamic, fillna/fill_null, sort_values/sort, merge/join, concat)

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